"The spare room is ready for you, dear," her father boomed, his voice echoing through the hallway. The words, intended to be welcoming, had the opposite effect. The spare room, filled with hand-me-down furniture and dusty decorations, felt like a prison cell.

He followed his father upstairs, his steps hesitant, each creak of the floorboards amplifying the silence. The weight of his past failures, his broken relationships, his dwindling finances, settled heavily on his shoulders. He felt the familiar pressure in his skull, the feeling of being utterly lost, of having no control over his own life.

Emotion: unnerved

Cluster: Fear / Anxiety
PC1 (Valence): -2.36 Negative
PC2 (Disposition): -0.55

Role in Research

This story is one of 1,000 stories generated for the emotion unnerved. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 unnerved stories, after denoising with neutral dialogue baselines, produces the unnerved emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the unnerved vector is projected through the unembedding matrix.

Promoted:
๐Ÿ˜ฐ0.302
๐Ÿ˜ฃ0.282
ะฑัƒะดั‚ะพ0.265
๐Ÿ˜–0.265
ness0.257
Suppressed:
de-0.585
la-0.495
a-0.403
happy-0.289
ecstatic-0.284